{"id":"https://openalex.org/W1977560972","doi":"https://doi.org/10.1109/ijcnn.2013.6706835","title":"Recurrent neural networks with fixed time convergence for linear and quadratic programming","display_name":"Recurrent neural networks with fixed time convergence for linear and quadratic programming","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W1977560972","doi":"https://doi.org/10.1109/ijcnn.2013.6706835","mag":"1977560972"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2013.6706835","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2013.6706835","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2013 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052554617","display_name":"Juan Diego S\u00e1nchez\u2010Torres","orcid":"https://orcid.org/0000-0001-6516-707X"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Juan Diego Sanchez-Torres","raw_affiliation_strings":["CINVESTAV-IPN Guadalajara, Automatic Control Laboratory, M\u00e9xico","Autom. Control Lab., CINVESTAV-IPN Guadalajara, Guadalajara, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CINVESTAV-IPN Guadalajara, Automatic Control Laboratory, M\u00e9xico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"Autom. Control Lab., CINVESTAV-IPN Guadalajara, Guadalajara, Mexico","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067597688","display_name":"Edgar N. S\u00e1nchez","orcid":"https://orcid.org/0000-0002-8695-7879"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Edgar N. Sanchez","raw_affiliation_strings":["CINVESTAV-IPN Guadalajara, Automatic Control Laboratory, M\u00e9xico","Autom. Control Lab., CINVESTAV-IPN Guadalajara, Guadalajara, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CINVESTAV-IPN Guadalajara, Automatic Control Laboratory, M\u00e9xico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"Autom. Control Lab., CINVESTAV-IPN Guadalajara, Guadalajara, Mexico","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083196859","display_name":"Alexander G. Loukianov","orcid":"https://orcid.org/0000-0001-5708-803X"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Alexander G. Loukianov","raw_affiliation_strings":["CINVESTAV-IPN Guadalajara, Automatic Control Laboratory, M\u00e9xico","Autom. Control Lab., CINVESTAV-IPN Guadalajara, Guadalajara, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CINVESTAV-IPN Guadalajara, Automatic Control Laboratory, M\u00e9xico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"Autom. Control Lab., CINVESTAV-IPN Guadalajara, Guadalajara, Mexico","institution_ids":["https://openalex.org/I68368234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4706,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.89888038,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10040","display_name":"Adaptive Control of Nonlinear Systems","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/karush\u2013kuhn\u2013tucker-conditions","display_name":"Karush\u2013Kuhn\u2013Tucker conditions","score":0.9813212156295776},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6986485719680786},{"id":"https://openalex.org/keywords/quadratic-programming","display_name":"Quadratic programming","score":0.6852890253067017},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6590083837509155},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5505334734916687},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4981081485748291},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.48724260926246643},{"id":"https://openalex.org/keywords/quadratic-equation","display_name":"Quadratic equation","score":0.4657493531703949},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.43733930587768555},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4220823645591736},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3639822006225586},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.24619799852371216},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09893536567687988}],"concepts":[{"id":"https://openalex.org/C50454189","wikidata":"https://www.wikidata.org/wiki/Q2075125","display_name":"Karush\u2013Kuhn\u2013Tucker conditions","level":2,"score":0.9813212156295776},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6986485719680786},{"id":"https://openalex.org/C81845259","wikidata":"https://www.wikidata.org/wiki/Q290117","display_name":"Quadratic programming","level":2,"score":0.6852890253067017},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6590083837509155},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5505334734916687},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4981081485748291},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.48724260926246643},{"id":"https://openalex.org/C129844170","wikidata":"https://www.wikidata.org/wiki/Q41299","display_name":"Quadratic equation","level":2,"score":0.4657493531703949},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.43733930587768555},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4220823645591736},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3639822006225586},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.24619799852371216},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09893536567687988},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2013.6706835","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2013.6706835","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2013 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W44162845","https://openalex.org/W100063776","https://openalex.org/W1514218977","https://openalex.org/W1516289514","https://openalex.org/W1537842733","https://openalex.org/W1551360398","https://openalex.org/W1973079268","https://openalex.org/W1983001233","https://openalex.org/W2007903480","https://openalex.org/W2015113370","https://openalex.org/W2018851823","https://openalex.org/W2037639916","https://openalex.org/W2087204344","https://openalex.org/W2097113878","https://openalex.org/W2099227461","https://openalex.org/W2099734188","https://openalex.org/W2102227134","https://openalex.org/W2103468298","https://openalex.org/W2103790214","https://openalex.org/W2108658536","https://openalex.org/W2113927241","https://openalex.org/W2128690984","https://openalex.org/W2144305242","https://openalex.org/W2152503192","https://openalex.org/W2155395335","https://openalex.org/W2156278464","https://openalex.org/W2157976960","https://openalex.org/W2174984063","https://openalex.org/W2286321882","https://openalex.org/W2798766386","https://openalex.org/W3002318169","https://openalex.org/W4396738453","https://openalex.org/W6641939000"],"related_works":["https://openalex.org/W2164754346","https://openalex.org/W4378551200","https://openalex.org/W2610069809","https://openalex.org/W1999896854","https://openalex.org/W2070901360","https://openalex.org/W2807256486","https://openalex.org/W3036464408","https://openalex.org/W2391309548","https://openalex.org/W2123675486","https://openalex.org/W2020990755"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,23],"new":[4],"class":[5],"of":[6,57,66,101],"recurrent":[7],"neural":[8],"networks":[9],"which":[10,89],"solve":[11],"linear":[12],"and":[13],"quadratic":[14],"programs":[15],"are":[16],"presented.":[17],"Their":[18],"design":[19],"is":[20,32,70,81],"considered":[21,44],"as":[22,45],"sliding":[24],"mode":[25],"control":[26,46],"problem,":[27],"where":[28],"the":[29,35,41,63,67,76,85,90,94,99,102],"network":[30,69,91],"structure":[31],"based":[33],"on":[34],"Karush-Kuhn-Tucker":[36],"(KKT)":[37],"optimality":[38],"conditions":[39,87],"with":[40,51],"KKT":[42],"multipliers":[43],"inputs":[47],"to":[48,75,84,93],"be":[49],"implemented":[50],"fixed":[52,72],"time":[53,74,82],"stabilizing":[54],"terms,":[55],"instead":[56],"common":[58],"used":[59],"activation":[60],"functions.":[61],"Thus,":[62],"main":[64],"feature":[65],"proposed":[68],"its":[71],"convergence":[73],"solution.":[77,96],"That":[78],"means,":[79],"there":[80],"independent":[83],"initial":[86],"in":[88],"converges":[92],"optimization":[95],"Simulations":[97],"show":[98],"feasibility":[100],"current":[103],"approach.":[104]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
